M.Sc. (Data Science)

Program Code 101618

Campus

Noida

Institute Amity Institute of Applied Sciences

University

Amity University Uttar Pradesh

Eligibility

Non Sponsored Category - B.Sc. (H) ...

Duration

2 Years

Selection Process

Personal Interview

Program Fee

(Rs. in Lacs)

1st Year Non Sponsored Semester

0.535

1st Year Sponsored Semester Fee

0.805

Course Structure

Semester 1

  • Data Analytics Lab [Core Courses]
  • Introduction to Statistical Learning [Core Courses]
  • Mathematics for Data Science [Core Courses]
  • Optimization Techniques and Applications [Core Courses]
  • Principles of Data Science [Core Courses]
  • Probability Theory and Distributions [Core Courses]
  • Professional & Business Communication [Communication Skills]
  • Foreign Business Language
  • Open Elective Courses
  • Outdoor Activity Based Courses

Semester 2

  • Financial Data Analysis [Specialisation Elective Courses]
  • Time Series Data Analytics [Specialisation Elective Courses]
  • Count & Categorical Data Analytics [Core Courses]
  • Inferential Statistics [Core Courses]
  • Machine Learning for Statistical Analysis [Core Courses]
  • Python Lab for Data Science [Core Courses]
  • Sampling Techniques and Design of Experiment [Core Courses]
  • Statistical Method for Data Analysis [SAP Courses (Optional)]
  • Cognitive Analytics & Social Skills for Professional Development [Behavioural Science]
  • Foreign Business Language
  • Open Elective Courses
  • Outdoor Activity Based Courses

Semester 3

  • Summer Internship [Supervised Independent Learning/ Non-Teaching Credit Courses]
  • Big Data and Text Analytics [Specialisation Elective Courses]
  • Biostatistical Data Analysis [Specialisation Elective Courses]
  • Database Technologies [Specialisation Elective Courses]
  • Multivariate Data Analytics [Specialisation Elective Courses]
  • Data Mining and Artificial Intelligence [Core Courses]
  • Deep Learning & Neural Network [Core Courses]
  • Modelling and Simulation Lab [Core Courses]
  • Professional Ethics and Social Responsibility for Sustainability [Professional Ethics]
  • Foreign Business Language
  • Open Elective Courses
  • Outdoor Activity Based Courses

Semester 4

  • Foreign Business Language
  • Open Elective Courses
  • Outdoor Activity Based Courses